Semantic Segmentation on KiTS23 (5-fold cross-val average)
96.69Dice (Kidneys + masses)nnU-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| nnU-Net2025.11 | 96.69 | 83.66 | 79.65 | 86.66 | |
| Sparse U-Net (High-resolution)Resolution=High-resolution2025.11 | 95.81 | 85.68 | 80.33 | 87.28 | |
| Sparse U-Net (Low-resolution)Resolution=Low-resolution2025.11 | 94.87 | 75.08 | 69.74 | 79.89 | |
| SegVolZero-shot mode=true2025.11 | 91.4 | 21.84 | 19.53 | 44.26 |